I truly love seeing this, @demishassabis . I've given you and @elonmusk a lot of crap since I got into Ai. Just know, I was always following closely and that's how I showed it.
Nothing makes me more proud than being on the same page as you guys. <3
For 20+ years @ShaneLegg and I've discussed AGI’s potential impact on the economy, science & society. With the DeepMind Institute, we're expanding interdisciplinary research on key questions for the AI era. We hope it spurs the discussions needed to get the next steps right: https://t.co/Bqf10G3Xep
> Hardware does not hallucinate.
> A system process doesn't lie about why it exited. A memory leak doesn't invent context. A thermal spike doesn't make assumptions.
> Grounding autonomous AI in physical kernel telemetry—because the only truth that matters is written in silicon . 🛠️
@elonmusk , @X , @astroman_X_00 , @xaicareers , @realDonaldTrump
> Hardware does not hallucinate. ⚡️
> Most AI orchestration tools monitor systems from a software vacuum. Our Kernel Toast Observation Deck tethers AI reasoning directly to real-time silicon vitals—CPU load, memory allocation, and thermal spikes at the exact microsecond an anomaly triggers.
> Real-time logs ➡️ Structured JSON ➡️ Adversarial verification.
> This is what system proprioception actually looks like. 🔬
@elonmusk , @X , @astroman_X_00 , @xaicareers , @realDonaldTrump
Most AI control planes try to manage systems by reading text logs in a vacuum.
The result? Hallucinations, false assumptions, and catastrophic OOM crashes.
We built something different: System Proprioception.
Software can guess, but silicon doesn't lie. 🧵👇
@elonmusk , @X , @astroman_X_00 , @xaicareers
Breakfast Suite Linux Enterprise Software(world conquer LE)